{"id":"https://openalex.org/W3092723008","doi":"https://doi.org/10.1186/s12859-020-03799-6","title":"MCCMF: collaborative matrix factorization based on matrix completion for predicting miRNA-disease associations","display_name":"MCCMF: collaborative matrix factorization based on matrix completion for predicting miRNA-disease associations","publication_year":2020,"publication_date":"2020-10-14","ids":{"openalex":"https://openalex.org/W3092723008","doi":"https://doi.org/10.1186/s12859-020-03799-6","mag":"3092723008","pmid":"https://pubmed.ncbi.nlm.nih.gov/33054708"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-020-03799-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-020-03799-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-020-03799-6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-020-03799-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028767070","display_name":"Tian-Ru Wu","orcid":"https://orcid.org/0000-0003-4829-264X"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tian-Ru Wu","raw_affiliation_strings":["School of Computer Science, Qufu Normal University, Rizhao, 276826, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276826, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018925936","display_name":"Meng-Meng Yin","orcid":"https://orcid.org/0000-0001-6143-023X"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng-Meng Yin","raw_affiliation_strings":["School of Computer Science, Qufu Normal University, Rizhao, 276826, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276826, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072372184","display_name":"Cui-Na Jiao","orcid":"https://orcid.org/0000-0001-7479-8105"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cui-Na Jiao","raw_affiliation_strings":["School of Computer Science, Qufu Normal University, Rizhao, 276826, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276826, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026569643","display_name":"Ying-Lian Gao","orcid":"https://orcid.org/0000-0003-0483-5622"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying-Lian Gao","raw_affiliation_strings":["School of Computer Science, Qufu Normal University, Rizhao, 276826, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276826, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102801556","display_name":"Xiang-Zhen Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang-Zhen Kong","raw_affiliation_strings":["School of Computer Science, Qufu Normal University, Rizhao, 276826, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276826, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073144090","display_name":"Jin\u2010Xing Liu","orcid":"https://orcid.org/0000-0001-6104-2149"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin-Xing Liu","raw_affiliation_strings":["School of Computer Science, Qufu Normal University, Rizhao, 276826, China. sdcavell@126.com","School of Computer Science, Qufu Normal University, Rizhao, 276826, China"],"raw_orcid":"https://orcid.org/0000-0001-6104-2149","affiliations":[{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276826, China. sdcavell@126.com","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276826, China","institution_ids":["https://openalex.org/I202126657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028767070"],"corresponding_institution_ids":["https://openalex.org/I202126657"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.0436,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.73810952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"1","first_page":"454","last_page":"454"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9483000040054321,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9483000040054321,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11765","display_name":"Circular RNAs in diseases","score":0.005400000140070915,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/matrix-completion","display_name":"Matrix completion","score":0.6020222902297974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.559879720211029},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5465708374977112},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5007753372192383},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.49297213554382324},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.49134746193885803},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.42727887630462646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42172136902809143},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41796454787254333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37773704528808594},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34426602721214294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30389541387557983},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.2925485372543335},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19311484694480896},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.13996675610542297},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.09132063388824463}],"concepts":[{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.6020222902297974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.559879720211029},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5465708374977112},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5007753372192383},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.49297213554382324},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.49134746193885803},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.42727887630462646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42172136902809143},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41796454787254333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37773704528808594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34426602721214294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30389541387557983},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.2925485372543335},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19311484694480896},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13996675610542297},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09132063388824463},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012175","descriptor_name":"Retinoblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012175","descriptor_name":"Retinoblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012175","descriptor_name":"Retinoblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018197","descriptor_name":"Hepatoblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018197","descriptor_name":"Hepatoblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018197","descriptor_name":"Hepatoblastoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-020-03799-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-020-03799-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-020-03799-6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:33054708","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33054708","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:308d80a8d6084648a96c35cae2859445","is_oa":true,"landing_page_url":"https://doaj.org/article/308d80a8d6084648a96c35cae2859445","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 21, Iss 1, Pp 1-22 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7556955","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7556955","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-020-03799-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-020-03799-6","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-020-03799-6","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G3943136785","display_name":null,"funder_award_id":"61702299","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5609717784","display_name":null,"funder_award_id":"61872220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092723008.pdf","grobid_xml":"https://content.openalex.org/works/W3092723008.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1436642346","https://openalex.org/W1736339626","https://openalex.org/W1763867024","https://openalex.org/W1964378305","https://openalex.org/W1967087625","https://openalex.org/W1990933893","https://openalex.org/W2008529756","https://openalex.org/W2009626621","https://openalex.org/W2022732522","https://openalex.org/W2047967134","https://openalex.org/W2056768380","https://openalex.org/W2077327925","https://openalex.org/W2079558799","https://openalex.org/W2083381199","https://openalex.org/W2090335107","https://openalex.org/W2097635071","https://openalex.org/W2098318517","https://openalex.org/W2103151642","https://openalex.org/W2103972604","https://openalex.org/W2106029302","https://openalex.org/W2111112354","https://openalex.org/W2119687825","https://openalex.org/W2122211092","https://openalex.org/W2126619650","https://openalex.org/W2128768066","https://openalex.org/W2135314242","https://openalex.org/W2138664009","https://openalex.org/W2141222510","https://openalex.org/W2142937131","https://openalex.org/W2145361279","https://openalex.org/W2146292498","https://openalex.org/W2152970345","https://openalex.org/W2158135353","https://openalex.org/W2162674813","https://openalex.org/W2172524080","https://openalex.org/W2343107734","https://openalex.org/W2750900465","https://openalex.org/W2757038198","https://openalex.org/W2765950793","https://openalex.org/W2780777007","https://openalex.org/W2793951981","https://openalex.org/W2798261172","https://openalex.org/W2799307902","https://openalex.org/W2809363952","https://openalex.org/W2888358121","https://openalex.org/W2902400385","https://openalex.org/W2912279798","https://openalex.org/W2953066704","https://openalex.org/W2962928958","https://openalex.org/W2963032163","https://openalex.org/W2964343099","https://openalex.org/W2964698384","https://openalex.org/W2970833521","https://openalex.org/W2976262099","https://openalex.org/W3000082418","https://openalex.org/W3021007339","https://openalex.org/W4246271082"],"related_works":["https://openalex.org/W2994409951","https://openalex.org/W2737319532","https://openalex.org/W4293326902","https://openalex.org/W4392896533","https://openalex.org/W2062945643","https://openalex.org/W2050308539","https://openalex.org/W3151405604","https://openalex.org/W4241694095","https://openalex.org/W2330252996","https://openalex.org/W3103289951"],"abstract_inverted_index":{"BACKGROUND:":[0],"MicroRNAs":[1],"(miRNAs)":[2],"are":[3,15,36,189,215],"non-coding":[4],"RNAs":[5],"with":[6,18,151],"regulatory":[7],"functions.":[8],"Many":[9],"studies":[10],"have":[11],"shown":[12],"that":[13,197],"miRNAs":[14],"closely":[16],"associated":[17],"human":[19],"diseases.":[20,222],"Among":[21],"the":[22,26,29,32,39,48,67,76,79,94,100,106,117,121,126,137,141,148,170,180,207,209],"methods":[23,35,168,201],"to":[24,42,65,93,115,125,135,177],"explore":[25],"relationship":[27],"between":[28],"miRNA":[30,77,95],"and":[31,38,78,99,187,211],"disease,":[33],"traditional":[34],"time-consuming":[37],"accuracy":[40],"needs":[41],"be":[43],"improved.":[44],"In":[45,175,206],"view":[46],"of":[47,50,75,154,161,182,213],"shortcoming":[49],"previous":[51],"models,":[52],"a":[53,144],"method,":[54],"collaborative":[55,129],"matrix":[56,60,74,84,98,130],"factorization":[57,131],"based":[58],"on":[59],"completion":[61],"(MCCMF)":[62],"is":[63,81,91,113,123,133,163],"proposed":[64],"predict":[66],"unknown":[68],"miRNA-disease":[69,204],"associations.":[70,205],"RESULTS:":[71],"The":[72,158,192],"complete":[73],"disease":[80,101],"obtained":[82],"by":[83,218],"completion.":[85],"Moreover,":[86],"Gaussian":[87],"Interaction":[88],"Profile":[89],"kernel":[90],"added":[92],"functional":[96],"similarity":[97,103],"semantic":[102],"matrix.":[104],"Then":[105],"Weight":[107],"K":[108],"Nearest":[109],"Known":[110],"Neighbors":[111],"method":[112,132],"used":[114],"pretreat":[116],"association":[118],"matrix,":[119],"so":[120],"model":[122],"close":[124],"reality.":[127],"Finally,":[128],"applied":[134],"obtain":[136],"prediction":[138],"results.":[139],"Therefore,":[140],"MCCMF":[142,162,198,214],"obtains":[143],"satisfactory":[145],"result":[146],"in":[147,169,202],"fivefold":[149,171],"cross-validation,":[150],"an":[152],"AUC":[153,159],"0.9569":[155],"(0.0005).":[156],"CONCLUSIONS:":[157],"value":[160],"higher":[164],"than":[165],"other":[166,200],"advanced":[167],"cross":[172],"validation":[173],"experiment.":[174],"order":[176],"comprehensively":[178],"evaluate":[179],"performance":[181],"MCCMF,":[183],"accuracy,":[184],"precision,":[185],"recall":[186],"f-measure":[188],"also":[190],"added.":[191],"final":[193],"experimental":[194],"results":[195],"demonstrate":[196],"outperforms":[199],"predicting":[203],"end,":[208],"effectiveness":[210],"practicability":[212],"further":[216],"verified":[217],"researching":[219],"three":[220],"specific":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
